Triple

T11013401
Position Surface form Disambiguated ID Type / Status
Subject Orange, Massachusetts E260298 entity
Predicate transportationCorridor P385 FINISHED
Object Massachusetts Route 78
Massachusetts Route 78 is a north–south state highway in north-central Massachusetts that connects the town of Orange to the New Hampshire state line.
E1114829 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Massachusetts Route 78 | Statement: [Orange, Massachusetts, transportationCorridor, Massachusetts Route 78]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 78
Context triple: [Orange, Massachusetts, transportationCorridor, Massachusetts Route 78]
  • A. Massachusetts Route 70
    Massachusetts Route 70 is a state highway in central Massachusetts that runs through communities such as Worcester and Clinton, providing local north–south connectivity.
  • B. Massachusetts Route 79
    Massachusetts Route 79 is a state highway in southeastern Massachusetts that runs along the Taunton River and serves the city of Fall River and surrounding communities.
  • C. Massachusetts Route 27
    Massachusetts Route 27 is a north–south state highway in eastern Massachusetts that connects several suburban communities between the South Shore and the MetroWest region.
  • D. Massachusetts Route 85
    Massachusetts Route 85 is a north–south state highway in eastern Massachusetts that runs through communities such as Milford, Hopkinton, and Hudson, providing local access parallel to Interstate 495.
  • E. Massachusetts Route 38
    Massachusetts Route 38 is a state highway in Massachusetts that runs generally north–south through communities such as Woburn, Wilmington, and Lowell, serving as a key local arterial route.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Massachusetts Route 78
Triple: [Orange, Massachusetts, transportationCorridor, Massachusetts Route 78]
Generated description
Massachusetts Route 78 is a north–south state highway in north-central Massachusetts that connects the town of Orange to the New Hampshire state line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 78
Target entity description: Massachusetts Route 78 is a north–south state highway in north-central Massachusetts that connects the town of Orange to the New Hampshire state line.
  • A. Massachusetts Route 70
    Massachusetts Route 70 is a state highway in central Massachusetts that runs through communities such as Worcester and Clinton, providing local north–south connectivity.
  • B. Massachusetts Route 79
    Massachusetts Route 79 is a state highway in southeastern Massachusetts that runs along the Taunton River and serves the city of Fall River and surrounding communities.
  • C. Massachusetts Route 27
    Massachusetts Route 27 is a north–south state highway in eastern Massachusetts that connects several suburban communities between the South Shore and the MetroWest region.
  • D. Massachusetts Route 85
    Massachusetts Route 85 is a north–south state highway in eastern Massachusetts that runs through communities such as Milford, Hopkinton, and Hudson, providing local access parallel to Interstate 495.
  • E. Massachusetts Route 38
    Massachusetts Route 38 is a state highway in Massachusetts that runs generally north–south through communities such as Woburn, Wilmington, and Lowell, serving as a key local arterial route.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7978b1e888190b297f107f6021b59 completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf0683b90819098864f73b6976517 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf1c0af8c81908e025bc21f4f03b3 completed May 8, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_69fdf2236fec8190a52c855428e50498 completed May 8, 2026, 2:24 p.m.
Created at: April 8, 2026, 9:25 p.m.